Find the gaps competitors are winning
Somewhere in your prompt set, a competitor is eating your share of voice. Find out exactly where, and what's feeding them.
The prompt
Find our most important competitor gaps over the latest 30 days. Show the prompt, competing brand, metric difference, trend, and associated cited sources for each priority.
- Claude
- ChatGPT
- Cursor
- n8n
- Lovable
Works with any MCP client
What you get
The prompts where a competitor clearly leads, ranked by importance
The size of each gap and whether it's growing
The cited sources associated with each competitor win
Trend context so you chase moving gaps, not stale ones
A prioritized hit list for content and outreach
Why this works
The workflow identifies relevant competitors from your project data first, then compares matching prompts with identical filters, so gaps are real and not artifacts of mismatched date ranges. Sources are labeled as evidence, not asserted as causes. It's the analysis a careful analyst would run, encoded server-side.